Öz Gülin, Kittelson Emily, Demirgöz Döne, Rainwater Orion, Eberly Lynn E, Orr Harry T, Clark H Brent
Center for Magnetic Resonance Research, Department of Radiology, University of Minnesota Medical School, 2021 6th St. SE, Minneapolis, MN 55455, USA.
Center for Magnetic Resonance Research, Department of Radiology, University of Minnesota Medical School, 2021 6th St. SE, Minneapolis, MN 55455, USA.
Neurobiol Dis. 2015 Feb;74:158-66. doi: 10.1016/j.nbd.2014.11.011. Epub 2014 Nov 29.
Suppression of transgene expression in a conditional transgenic mouse model of spinocerebellar ataxia 1 (SCA1) reverses the Purkinje cell pathology and motor dysfunction that are hallmarks of SCA1. We previously showed that cerebellar neurochemical levels measured by magnetic resonance spectroscopy (MRS) correlate with progression of pathology and clinical status of patients and that abnormal neurochemical levels normalize upon suppression of transgene expression, indicating their potential as robust surrogate markers of treatment effects. Here we investigated the relative sensitivities of MRS, histology, transgene expression and motor behavioral testing to disease reversal in conditional SCA1 mice. Transgene expression was suppressed by doxycycline administration and treated and untreated mice were assessed by MRS at 9.4tesla before and after treatment and with an accelerating Rotarod, histology and quantitative polymerase chain reaction (qPCR) for ataxin-1 transgene expression following doxycycline treatment. The MRS-measured N-acetylaspartate-to-myo-inositol ratio (NAA/Ins) correlated significantly with the molecular layer (ML) thickness and transgene expression. NAA/Ins, ML thickness and transgene expression were highly significantly different between the treated vs. untreated groups (p<0.0001), while the Rotarod assessment showed a trend for treatment effect. MRS, qPCR and histology had high sensitivity/specificity to distinguish treated from untreated mice, all with areas under the curve (AUC)=0.97-0.98 in receiver operating characteristic (ROC) analyses, while Rotarod had significantly lower sensitivity and specificity (AUC=0.72). Therefore, MRS accurately reflects the extent of recovery from neurodegeneration with sensitivity similar to invasive measures, further validating its potential as a surrogate marker in pre-clinical and clinical treatment trials.
在脊髓小脑共济失调1型(SCA1)的条件性转基因小鼠模型中,转基因表达的抑制逆转了浦肯野细胞病变和运动功能障碍,这些是SCA1的标志性特征。我们之前表明,通过磁共振波谱(MRS)测量的小脑神经化学水平与患者的病理进展和临床状态相关,并且转基因表达受到抑制后异常的神经化学水平恢复正常,这表明它们有可能作为治疗效果的可靠替代标志物。在这里,我们研究了MRS、组织学、转基因表达和运动行为测试对条件性SCA1小鼠疾病逆转的相对敏感性。通过给予强力霉素抑制转基因表达,在治疗前后用9.4特斯拉的MRS对治疗组和未治疗组小鼠进行评估,并在强力霉素治疗后用加速转棒试验、组织学和定量聚合酶链反应(qPCR)检测ataxin-1转基因表达。MRS测量的N-乙酰天门冬氨酸与肌醇比值(NAA/Ins)与分子层(ML)厚度和转基因表达显著相关。治疗组与未治疗组之间的NAA/Ins、ML厚度和转基因表达存在高度显著差异(p<0.0001),而转棒试验评估显示出治疗效果的趋势。MRS、qPCR和组织学在区分治疗组和未治疗组小鼠方面具有高敏感性/特异性,在接受者操作特征(ROC)分析中曲线下面积(AUC)均为0.97 - 0.98,而转棒试验的敏感性和特异性显著较低(AUC = 0.72)。因此,MRS准确反映了神经退行性变的恢复程度,其敏感性与侵入性测量相似,进一步验证了其作为临床前和临床治疗试验中替代标志物的潜力。